| ID / Name | Triplet | Vertical | Capabilities | Description |
|---|---|---|---|---|
|
Creator community engagement + replies creator-community-engagement |
creator general support | creator | inference retrieval agentic evaluation | Monitor comments/DMs across platforms, draft on-brand replies, surface sentiment, escalate negative threads. |
|
Newsletter content generation creator-general-newsletter-content-generation |
creator general marketing | inference retrieval evaluation | Weekly/biweekly newsletter drafting in voice: curate topics, draft sections, generate subject lines, optimize CTAs. | |
|
Social media content + scheduling creator-general-social-content-scheduling |
creator general marketing | inference multimodal agentic evaluation | Calendar planning, on-brand post drafting (caption + image direction), platform-specific reformatting, engagement triage. | |
|
Podcast show notes + chapter generation creator-podcast-show-notes |
creator general marketing | podcaster | inference voice multimodal evaluation | Transcribe episodes, generate chapters with timestamps, draft show notes, quote-card extraction for social. |
|
Social media content + scheduling creator-retail-social-content-scheduling |
creator retail marketing | inference multimodal agentic evaluation | Calendar planning, on-brand post drafting (caption + image direction), platform-specific reformatting, engagement triage. | |
|
YouTube clip + Shorts generation creator-youtube-clip-generation |
creator general marketing | youtuber | inference voice multimodal evaluation | Identify viral-worthy clips from long-form videos, auto-generate Shorts/TikTok/Reels with captions + hooks. |
|
AR collections & dunning automation enterprise-general-ar-collections-dunning |
enterprise general finance | inference retrieval agentic evaluation | Automated payment-reminder cadences for unpaid invoices: polite first reminder, escalating tone, payment links, exception flagging for accounts needing human follow-up. | |
|
Cash flow forecasting & alerts enterprise-general-cash-flow-forecast |
enterprise general finance | inference retrieval evaluation | Project cash position 4-13 weeks out from AR/AP/payroll trends. Alert on shortfall risk before it bites. | |
|
Code review + PR description assist enterprise-general-code-review-assistant |
enterprise general it-eng | inference retrieval agentic evaluation | Surface logic issues, style violations, missing tests; suggest PR description from diff; flag security-sensitive changes. | |
|
Contract review + redlining enterprise-general-contract-review-redlining |
enterprise general legal | inference retrieval agentic evaluation | Compare counterparty paper to playbook; surface non-standard terms; suggest fallback language; draft redline summary for counsel. | |
|
Customer feedback + NPS synthesis enterprise-general-customer-feedback-synthesis |
enterprise general product | inference retrieval evaluation | Cluster open-text feedback / NPS comments / support tickets; surface recurring themes; track theme trajectory over time. | |
|
DevOps runbook + incident assist enterprise-general-devops-runbook-automation |
enterprise general it-eng | inference retrieval agentic evaluation | Suggest first-step diagnostics from alert context, link to runbooks, draft incident-summary updates, post-mortem skeletons. | |
|
Long document summarization enterprise-general-document-summarization |
enterprise general cross | inference retrieval multimodal evaluation | Summarize contracts, research papers, board decks, regulatory filings into executive-friendly briefs with cited extracts. | |
|
Email nurture + drip sequences enterprise-general-email-nurture-sequences |
enterprise general marketing | inference retrieval agentic evaluation | Segment-aware drip drafting, subject-line A/B tests, send-time optimization, suppression logic for engaged buyers. | |
|
New hire onboarding helper enterprise-general-employee-onboarding-helper |
enterprise general hr | inference retrieval agentic evaluation | Personalized onboarding flow: paperwork checklist, system access tracking, intro emails, first-week schedule, FAQ on benefits. | |
|
Expense + receipt categorization enterprise-general-expense-receipt-categorization |
enterprise general finance | inference multimodal evaluation | OCR receipts, categorize against chart-of-accounts, flag missing approvals, sync to accounting. Eliminates the monthly receipt-reconciliation slog. | |
|
Financial close acceleration enterprise-general-financial-close-acceleration |
enterprise general finance | inference retrieval agentic evaluation | Reconciliation prep, journal entry suggestions, variance commentary drafts, anomaly detection during month-end close. | |
|
HR policy + benefits helpdesk enterprise-general-hr-policy-helpdesk |
enterprise general hr | inference retrieval agentic evaluation | Answer employee policy questions (PTO, expenses, benefits enrollment) from internal handbook; route sensitive issues to HRBP. | |
|
Inbound lead response + qualification enterprise-general-inbound-lead-response |
enterprise general sales | inference retrieval agentic voice evaluation | Sub-5-minute response to inbound leads: qualify against ICP, ask 2-3 discovery questions, route to right rep, book meeting. | |
|
Internal knowledge / docs search enterprise-general-internal-knowledge-search |
enterprise general it-eng | inference retrieval evaluation | Semantic Q&A across Confluence/Notion/Slack/Drive: who owns what, how do we do X, where is policy on Y. | |
|
Inventory reorder + variance alerts enterprise-general-inventory-reorder-triggers |
enterprise general operations | inference retrieval evaluation | Watch SKU velocity, predict stockout dates, draft purchase orders for review, flag unusual variance for investigation. | |
|
Invoice coding + approval routing enterprise-general-invoice-coding-approvals |
enterprise general finance | inference retrieval agentic multimodal evaluation | Receive vendor invoices, code to GL, route to approver based on amount + project, flag duplicates / unusual patterns. | |
|
Internal IT helpdesk (tier-1) enterprise-general-it-helpdesk-tier1 |
enterprise general it-eng | inference retrieval agentic evaluation | Password resets, software access, VPN troubleshooting, common-issue runbook execution; escalate hardware + security to humans. | |
|
Job description + posting drafts enterprise-general-job-description-writing |
enterprise general hr | inference evaluation | On-brand JD drafts from a role-skills checklist, posts tailored per platform (LinkedIn/Indeed/Glassdoor), inclusive language pass. | |
|
Meeting summary + action items enterprise-general-meeting-summary-actions |
enterprise general cross | inference voice agentic evaluation | Transcribe meetings, summarize decisions, extract action items + owners + due dates, post to Slack/email/CRM. | |
|
Outbound cold email personalization enterprise-general-outbound-cold-email |
enterprise general sales | inference retrieval agentic evaluation | Researched first-line personalization at scale: scrape signal, draft sequences with the right hook, A/B test messaging. | |
|
Performance review drafting assist enterprise-general-performance-review-drafts |
enterprise general hr | inference retrieval evaluation | Manager pastes notes + 1:1 history; AI drafts review covering accomplishments, growth areas, calibrated language. | |
|
Policy + handbook drafting enterprise-general-policy-document-drafting |
enterprise general legal | inference retrieval evaluation | Draft / refresh employee handbooks, customer terms, privacy policies from latest legal templates + company specifics. | |
|
PRD / spec drafting + review enterprise-general-prd-spec-drafting |
enterprise general product | inference retrieval evaluation | Generate first-draft PRDs from a problem statement, validate against template, surface inconsistencies + missing sections. | |
|
Product listing + description generation enterprise-general-product-listing-descriptions |
enterprise general marketing | inference multimodal agentic evaluation | On-brand product copy from spec sheets, marketplace optimization (Amazon/eBay), SEO titles, alt text, structured attributes. | |
|
Resume screening + shortlist enterprise-general-resume-screening-shortlist |
enterprise general hr | inference retrieval multimodal evaluation | Score resumes against role rubric, surface top candidates with reasoning, draft first-touch outreach to schedule screen calls. | |
|
Review response + reputation management enterprise-general-review-response-reputation |
enterprise general marketing | inference retrieval evaluation | Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment. | |
|
RFP / security questionnaire response enterprise-general-rfp-response-drafting |
enterprise general sales | inference retrieval agentic evaluation | Auto-draft answers from a maintained answer library: pull most-relevant prior responses, flag gaps, route SME-required questions. | |
|
Sales call summarization + CRM update enterprise-general-sales-call-summarization |
enterprise general sales | inference voice agentic evaluation | Transcribe calls, extract decisions/action items, draft follow-up email, update CRM stage + notes — all hands-off. | |
|
Ticket triage + routing enterprise-general-ticket-triage-routing |
enterprise general support | inference retrieval agentic evaluation | Classify incoming tickets by topic + urgency + sentiment, suggest macros, route to right team, surface duplicates. | |
|
Tier-1 FAQ deflection chat enterprise-general-tier-1-faq-deflection |
enterprise general support | inference retrieval agentic evaluation | Answer high-volume product/service questions from knowledge base; escalate ambiguous or sentiment-negative threads to humans. | |
|
Vendor security questionnaire response enterprise-general-vendor-security-questionnaire |
enterprise general legal | inference retrieval agentic evaluation | Auto-fill SIG/CAIQ/custom questionnaires from a maintained answer library; flag SME questions; track turnaround SLA. | |
|
Voice customer support agent enterprise-general-voice-customer-support-agent |
enterprise general support | inference retrieval voice agentic evaluation | Phone-based tier-1 support: account lookup, common-issue resolution, transfer to human with context for complex cases. | |
|
Enterprise incident communication coordinator enterprise-incident-comms |
enterprise general cross | general | inference retrieval agentic evaluation | During major incidents: coordinate cross-team comms, draft customer-facing status, exec-summary updates, post-mortem skeleton. |
|
AR collections & dunning automation enterprise-retail-ar-collections-dunning |
enterprise retail finance | inference retrieval agentic evaluation | Automated payment-reminder cadences for unpaid invoices: polite first reminder, escalating tone, payment links, exception flagging for accounts needing human follow-up. | |
|
Cash flow forecasting & alerts enterprise-retail-cash-flow-forecast |
enterprise retail finance | inference retrieval evaluation | Project cash position 4-13 weeks out from AR/AP/payroll trends. Alert on shortfall risk before it bites. | |
|
Customer feedback + NPS synthesis enterprise-retail-customer-feedback-synthesis |
enterprise retail product | inference retrieval evaluation | Cluster open-text feedback / NPS comments / support tickets; surface recurring themes; track theme trajectory over time. | |
|
Email nurture + drip sequences enterprise-retail-email-nurture-sequences |
enterprise retail marketing | inference retrieval agentic evaluation | Segment-aware drip drafting, subject-line A/B tests, send-time optimization, suppression logic for engaged buyers. | |
|
Expense + receipt categorization enterprise-retail-expense-receipt-categorization |
enterprise retail finance | inference multimodal evaluation | OCR receipts, categorize against chart-of-accounts, flag missing approvals, sync to accounting. Eliminates the monthly receipt-reconciliation slog. | |
|
Inventory reorder + variance alerts enterprise-retail-inventory-reorder-triggers |
enterprise retail operations | inference retrieval evaluation | Watch SKU velocity, predict stockout dates, draft purchase orders for review, flag unusual variance for investigation. | |
|
Retail personalization + recommendations enterprise-retail-personalization |
enterprise retail marketing | general | inference retrieval multimodal agentic evaluation | Per-customer product recs across email, web, app; dynamic merchandising; lifecycle stage messaging. |
|
Product listing + description generation enterprise-retail-product-listing-descriptions |
enterprise retail marketing | inference multimodal agentic evaluation | On-brand product copy from spec sheets, marketplace optimization (Amazon/eBay), SEO titles, alt text, structured attributes. | |
|
Review response + reputation management enterprise-retail-review-response-reputation |
enterprise retail marketing | inference retrieval evaluation | Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment. | |
|
Ticket triage + routing enterprise-retail-ticket-triage-routing |
enterprise retail support | inference retrieval agentic evaluation | Classify incoming tickets by topic + urgency + sentiment, suggest macros, route to right team, surface duplicates. | |
|
Tier-1 FAQ deflection chat enterprise-retail-tier-1-faq-deflection |
enterprise retail support | inference retrieval agentic evaluation | Answer high-volume product/service questions from knowledge base; escalate ambiguous or sentiment-negative threads to humans. | |
|
Voice customer support agent enterprise-retail-voice-customer-support-agent |
enterprise retail support | inference retrieval voice agentic evaluation | Phone-based tier-1 support: account lookup, common-issue resolution, transfer to human with context for complex cases. | |
|
Telecom tier-1 service deflection enterprise-telecom-tier1-deflection |
enterprise general support | telecom | inference retrieval voice agentic evaluation | Outage status, billing inquiry, plan changes, service activation; complex tech issues route to specialist. |
|
Enterprise vendor onboarding + risk assessment enterprise-vendor-onboarding |
enterprise general legal | general | inference retrieval agentic evaluation | Coordinate security review, contract paper-signing, data flow mapping, ongoing risk monitoring, annual reattestation. |
|
Appointment booking (voice + chat) mid-market-general-appointment-booking-voice |
mid-market general operations | inference retrieval voice agentic evaluation | Phone + chat booking: slot finding, conflict resolution with calendar, confirmation, deposit collection where applicable. | |
|
AR collections & dunning automation mid-market-general-ar-collections-dunning |
mid-market general finance | inference retrieval agentic evaluation | Automated payment-reminder cadences for unpaid invoices: polite first reminder, escalating tone, payment links, exception flagging for accounts needing human follow-up. | |
|
Cash flow forecasting & alerts mid-market-general-cash-flow-forecast |
mid-market general finance | inference retrieval evaluation | Project cash position 4-13 weeks out from AR/AP/payroll trends. Alert on shortfall risk before it bites. | |
|
Code review + PR description assist mid-market-general-code-review-assistant |
mid-market general it-eng | inference retrieval agentic evaluation | Surface logic issues, style violations, missing tests; suggest PR description from diff; flag security-sensitive changes. | |
|
Contract review + redlining mid-market-general-contract-review-redlining |
mid-market general legal | inference retrieval agentic evaluation | Compare counterparty paper to playbook; surface non-standard terms; suggest fallback language; draft redline summary for counsel. | |
|
Customer feedback + NPS synthesis mid-market-general-customer-feedback-synthesis |
mid-market general product | inference retrieval evaluation | Cluster open-text feedback / NPS comments / support tickets; surface recurring themes; track theme trajectory over time. | |
|
DevOps runbook + incident assist mid-market-general-devops-runbook-automation |
mid-market general it-eng | inference retrieval agentic evaluation | Suggest first-step diagnostics from alert context, link to runbooks, draft incident-summary updates, post-mortem skeletons. | |
|
Long document summarization mid-market-general-document-summarization |
mid-market general cross | inference retrieval multimodal evaluation | Summarize contracts, research papers, board decks, regulatory filings into executive-friendly briefs with cited extracts. | |
|
Email nurture + drip sequences mid-market-general-email-nurture-sequences |
mid-market general marketing | inference retrieval agentic evaluation | Segment-aware drip drafting, subject-line A/B tests, send-time optimization, suppression logic for engaged buyers. | |
|
New hire onboarding helper mid-market-general-employee-onboarding-helper |
mid-market general hr | inference retrieval agentic evaluation | Personalized onboarding flow: paperwork checklist, system access tracking, intro emails, first-week schedule, FAQ on benefits. | |
|
Expense + receipt categorization mid-market-general-expense-receipt-categorization |
mid-market general finance | inference multimodal evaluation | OCR receipts, categorize against chart-of-accounts, flag missing approvals, sync to accounting. Eliminates the monthly receipt-reconciliation slog. | |
|
Financial close acceleration mid-market-general-financial-close-acceleration |
mid-market general finance | inference retrieval agentic evaluation | Reconciliation prep, journal entry suggestions, variance commentary drafts, anomaly detection during month-end close. | |
|
HR policy + benefits helpdesk mid-market-general-hr-policy-helpdesk |
mid-market general hr | inference retrieval agentic evaluation | Answer employee policy questions (PTO, expenses, benefits enrollment) from internal handbook; route sensitive issues to HRBP. | |
|
Inbound lead response + qualification mid-market-general-inbound-lead-response |
mid-market general sales | inference retrieval agentic voice evaluation | Sub-5-minute response to inbound leads: qualify against ICP, ask 2-3 discovery questions, route to right rep, book meeting. | |
|
Internal knowledge / docs search mid-market-general-internal-knowledge-search |
mid-market general it-eng | inference retrieval evaluation | Semantic Q&A across Confluence/Notion/Slack/Drive: who owns what, how do we do X, where is policy on Y. | |
|
Inventory reorder + variance alerts mid-market-general-inventory-reorder-triggers |
mid-market general operations | inference retrieval evaluation | Watch SKU velocity, predict stockout dates, draft purchase orders for review, flag unusual variance for investigation. | |
|
Invoice coding + approval routing mid-market-general-invoice-coding-approvals |
mid-market general finance | inference retrieval agentic multimodal evaluation | Receive vendor invoices, code to GL, route to approver based on amount + project, flag duplicates / unusual patterns. | |
|
Internal IT helpdesk (tier-1) mid-market-general-it-helpdesk-tier1 |
mid-market general it-eng | inference retrieval agentic evaluation | Password resets, software access, VPN troubleshooting, common-issue runbook execution; escalate hardware + security to humans. | |
|
Job description + posting drafts mid-market-general-job-description-writing |
mid-market general hr | inference evaluation | On-brand JD drafts from a role-skills checklist, posts tailored per platform (LinkedIn/Indeed/Glassdoor), inclusive language pass. | |
|
Local SEO blog + landing pages mid-market-general-local-seo-blog-content |
mid-market general marketing | inference retrieval evaluation | Geo+intent keyword research, on-brand long-form drafts, internal-link suggestions, schema markup hints. | |
|
Meeting summary + action items mid-market-general-meeting-summary-actions |
mid-market general cross | inference voice agentic evaluation | Transcribe meetings, summarize decisions, extract action items + owners + due dates, post to Slack/email/CRM. | |
|
Outbound cold email personalization mid-market-general-outbound-cold-email |
mid-market general sales | inference retrieval agentic evaluation | Researched first-line personalization at scale: scrape signal, draft sequences with the right hook, A/B test messaging. | |
|
Performance review drafting assist mid-market-general-performance-review-drafts |
mid-market general hr | inference retrieval evaluation | Manager pastes notes + 1:1 history; AI drafts review covering accomplishments, growth areas, calibrated language. | |
|
Policy + handbook drafting mid-market-general-policy-document-drafting |
mid-market general legal | inference retrieval evaluation | Draft / refresh employee handbooks, customer terms, privacy policies from latest legal templates + company specifics. | |
|
PRD / spec drafting + review mid-market-general-prd-spec-drafting |
mid-market general product | inference retrieval evaluation | Generate first-draft PRDs from a problem statement, validate against template, surface inconsistencies + missing sections. | |
|
Product listing + description generation mid-market-general-product-listing-descriptions |
mid-market general marketing | inference multimodal agentic evaluation | On-brand product copy from spec sheets, marketplace optimization (Amazon/eBay), SEO titles, alt text, structured attributes. | |
|
Quote / estimate generation mid-market-general-quote-estimate-generation |
mid-market general sales | inference retrieval agentic multimodal evaluation | Customer describes job, AI scopes it, prices from price list, drafts proposal with SOW and terms — sent within minutes. | |
|
Resume screening + shortlist mid-market-general-resume-screening-shortlist |
mid-market general hr | inference retrieval multimodal evaluation | Score resumes against role rubric, surface top candidates with reasoning, draft first-touch outreach to schedule screen calls. | |
|
Review response + reputation management mid-market-general-review-response-reputation |
mid-market general marketing | inference retrieval evaluation | Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment. | |
|
RFP / security questionnaire response mid-market-general-rfp-response-drafting |
mid-market general sales | inference retrieval agentic evaluation | Auto-draft answers from a maintained answer library: pull most-relevant prior responses, flag gaps, route SME-required questions. | |
|
Sales call summarization + CRM update mid-market-general-sales-call-summarization |
mid-market general sales | inference voice agentic evaluation | Transcribe calls, extract decisions/action items, draft follow-up email, update CRM stage + notes — all hands-off. | |
|
Social media content + scheduling mid-market-general-social-content-scheduling |
mid-market general marketing | inference multimodal agentic evaluation | Calendar planning, on-brand post drafting (caption + image direction), platform-specific reformatting, engagement triage. | |
|
Ticket triage + routing mid-market-general-ticket-triage-routing |
mid-market general support | inference retrieval agentic evaluation | Classify incoming tickets by topic + urgency + sentiment, suggest macros, route to right team, surface duplicates. | |
|
Tier-1 FAQ deflection chat mid-market-general-tier-1-faq-deflection |
mid-market general support | inference retrieval agentic evaluation | Answer high-volume product/service questions from knowledge base; escalate ambiguous or sentiment-negative threads to humans. | |
|
Vendor security questionnaire response mid-market-general-vendor-security-questionnaire |
mid-market general legal | inference retrieval agentic evaluation | Auto-fill SIG/CAIQ/custom questionnaires from a maintained answer library; flag SME questions; track turnaround SLA. | |
|
Voice customer support agent mid-market-general-voice-customer-support-agent |
mid-market general support | inference retrieval voice agentic evaluation | Phone-based tier-1 support: account lookup, common-issue resolution, transfer to human with context for complex cases. | |
|
AR collections & dunning automation mid-market-retail-ar-collections-dunning |
mid-market retail finance | inference retrieval agentic evaluation | Automated payment-reminder cadences for unpaid invoices: polite first reminder, escalating tone, payment links, exception flagging for accounts needing human follow-up. | |
|
Cash flow forecasting & alerts mid-market-retail-cash-flow-forecast |
mid-market retail finance | inference retrieval evaluation | Project cash position 4-13 weeks out from AR/AP/payroll trends. Alert on shortfall risk before it bites. | |
|
Customer feedback + NPS synthesis mid-market-retail-customer-feedback-synthesis |
mid-market retail product | inference retrieval evaluation | Cluster open-text feedback / NPS comments / support tickets; surface recurring themes; track theme trajectory over time. | |
|
Email nurture + drip sequences mid-market-retail-email-nurture-sequences |
mid-market retail marketing | inference retrieval agentic evaluation | Segment-aware drip drafting, subject-line A/B tests, send-time optimization, suppression logic for engaged buyers. | |
|
Expense + receipt categorization mid-market-retail-expense-receipt-categorization |
mid-market retail finance | inference multimodal evaluation | OCR receipts, categorize against chart-of-accounts, flag missing approvals, sync to accounting. Eliminates the monthly receipt-reconciliation slog. | |
|
Inventory reorder + variance alerts mid-market-retail-inventory-reorder-triggers |
mid-market retail operations | inference retrieval evaluation | Watch SKU velocity, predict stockout dates, draft purchase orders for review, flag unusual variance for investigation. | |
|
Product listing + description generation mid-market-retail-product-listing-descriptions |
mid-market retail marketing | inference multimodal agentic evaluation | On-brand product copy from spec sheets, marketplace optimization (Amazon/eBay), SEO titles, alt text, structured attributes. | |
|
Review response + reputation management mid-market-retail-review-response-reputation |
mid-market retail marketing | inference retrieval evaluation | Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment. | |
|
Social media content + scheduling mid-market-retail-social-content-scheduling |
mid-market retail marketing | inference multimodal agentic evaluation | Calendar planning, on-brand post drafting (caption + image direction), platform-specific reformatting, engagement triage. | |
|
Ticket triage + routing mid-market-retail-ticket-triage-routing |
mid-market retail support | inference retrieval agentic evaluation | Classify incoming tickets by topic + urgency + sentiment, suggest macros, route to right team, surface duplicates. | |
|
Tier-1 FAQ deflection chat mid-market-retail-tier-1-faq-deflection |
mid-market retail support | inference retrieval agentic evaluation | Answer high-volume product/service questions from knowledge base; escalate ambiguous or sentiment-negative threads to humans. | |
|
Voice customer support agent mid-market-retail-voice-customer-support-agent |
mid-market retail support | inference retrieval voice agentic evaluation | Phone-based tier-1 support: account lookup, common-issue resolution, transfer to human with context for complex cases. | |
|
Appointment booking (voice + chat) smb-general-appointment-booking-voice |
smb general operations | inference retrieval voice agentic evaluation | Phone + chat booking: slot finding, conflict resolution with calendar, confirmation, deposit collection where applicable. | |
|
AR collections & dunning automation smb-general-ar-collections-dunning |
smb general finance | inference retrieval agentic evaluation | Automated payment-reminder cadences for unpaid invoices: polite first reminder, escalating tone, payment links, exception flagging for accounts needing human follow-up. | |
|
Cash flow forecasting & alerts smb-general-cash-flow-forecast |
smb general finance | inference retrieval evaluation | Project cash position 4-13 weeks out from AR/AP/payroll trends. Alert on shortfall risk before it bites. | |
|
Code review + PR description assist smb-general-code-review-assistant |
smb general it-eng | inference retrieval agentic evaluation | Surface logic issues, style violations, missing tests; suggest PR description from diff; flag security-sensitive changes. | |
|
Customer feedback + NPS synthesis smb-general-customer-feedback-synthesis |
smb general product | inference retrieval evaluation | Cluster open-text feedback / NPS comments / support tickets; surface recurring themes; track theme trajectory over time. | |
|
Long document summarization smb-general-document-summarization |
smb general cross | inference retrieval multimodal evaluation | Summarize contracts, research papers, board decks, regulatory filings into executive-friendly briefs with cited extracts. | |
|
Email nurture + drip sequences smb-general-email-nurture-sequences |
smb general marketing | inference retrieval agentic evaluation | Segment-aware drip drafting, subject-line A/B tests, send-time optimization, suppression logic for engaged buyers. | |
|
New hire onboarding helper smb-general-employee-onboarding-helper |
smb general hr | inference retrieval agentic evaluation | Personalized onboarding flow: paperwork checklist, system access tracking, intro emails, first-week schedule, FAQ on benefits. | |
|
Expense + receipt categorization smb-general-expense-receipt-categorization |
smb general finance | inference multimodal evaluation | OCR receipts, categorize against chart-of-accounts, flag missing approvals, sync to accounting. Eliminates the monthly receipt-reconciliation slog. | |
|
Inbound lead response + qualification smb-general-inbound-lead-response |
smb general sales | inference retrieval agentic voice evaluation | Sub-5-minute response to inbound leads: qualify against ICP, ask 2-3 discovery questions, route to right rep, book meeting. | |
|
Inventory reorder + variance alerts smb-general-inventory-reorder-triggers |
smb general operations | inference retrieval evaluation | Watch SKU velocity, predict stockout dates, draft purchase orders for review, flag unusual variance for investigation. | |
|
Job description + posting drafts smb-general-job-description-writing |
smb general hr | inference evaluation | On-brand JD drafts from a role-skills checklist, posts tailored per platform (LinkedIn/Indeed/Glassdoor), inclusive language pass. | |
|
Local SEO blog + landing pages smb-general-local-seo-blog-content |
smb general marketing | inference retrieval evaluation | Geo+intent keyword research, on-brand long-form drafts, internal-link suggestions, schema markup hints. | |
|
Meeting summary + action items smb-general-meeting-summary-actions |
smb general cross | inference voice agentic evaluation | Transcribe meetings, summarize decisions, extract action items + owners + due dates, post to Slack/email/CRM. | |
|
Newsletter content generation smb-general-newsletter-content-generation |
smb general marketing | inference retrieval evaluation | Weekly/biweekly newsletter drafting in voice: curate topics, draft sections, generate subject lines, optimize CTAs. | |
|
Outbound cold email personalization smb-general-outbound-cold-email |
smb general sales | inference retrieval agentic evaluation | Researched first-line personalization at scale: scrape signal, draft sequences with the right hook, A/B test messaging. | |
|
Policy + handbook drafting smb-general-policy-document-drafting |
smb general legal | inference retrieval evaluation | Draft / refresh employee handbooks, customer terms, privacy policies from latest legal templates + company specifics. | |
|
PRD / spec drafting + review smb-general-prd-spec-drafting |
smb general product | inference retrieval evaluation | Generate first-draft PRDs from a problem statement, validate against template, surface inconsistencies + missing sections. | |
|
Product listing + description generation smb-general-product-listing-descriptions |
smb general marketing | inference multimodal agentic evaluation | On-brand product copy from spec sheets, marketplace optimization (Amazon/eBay), SEO titles, alt text, structured attributes. | |
|
Quote / estimate generation smb-general-quote-estimate-generation |
smb general sales | inference retrieval agentic multimodal evaluation | Customer describes job, AI scopes it, prices from price list, drafts proposal with SOW and terms — sent within minutes. | |
|
Resume screening + shortlist smb-general-resume-screening-shortlist |
smb general hr | inference retrieval multimodal evaluation | Score resumes against role rubric, surface top candidates with reasoning, draft first-touch outreach to schedule screen calls. | |
|
Review response + reputation management smb-general-review-response-reputation |
smb general marketing | inference retrieval evaluation | Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment. | |
|
Sales call summarization + CRM update smb-general-sales-call-summarization |
smb general sales | inference voice agentic evaluation | Transcribe calls, extract decisions/action items, draft follow-up email, update CRM stage + notes — all hands-off. | |
|
Social media content + scheduling smb-general-social-content-scheduling |
smb general marketing | inference multimodal agentic evaluation | Calendar planning, on-brand post drafting (caption + image direction), platform-specific reformatting, engagement triage. | |
|
Tier-1 FAQ deflection chat smb-general-tier-1-faq-deflection |
smb general support | inference retrieval agentic evaluation | Answer high-volume product/service questions from knowledge base; escalate ambiguous or sentiment-negative threads to humans. | |
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Voice customer support agent smb-general-voice-customer-support-agent |
smb general support | inference retrieval voice agentic evaluation | Phone-based tier-1 support: account lookup, common-issue resolution, transfer to human with context for complex cases. | |
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Gym class booking + waitlist management smb-gym-class-booking-mgmt |
smb general operations | gym | inference agentic evaluation | Class schedule + booking, waitlist promotion, no-show enforcement, capacity-based pricing prompts. |
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AR collections & dunning automation smb-retail-ar-collections-dunning |
smb retail finance | inference retrieval agentic evaluation | Automated payment-reminder cadences for unpaid invoices: polite first reminder, escalating tone, payment links, exception flagging for accounts needing human follow-up. | |
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Retail cart abandonment recovery smb-retail-cart-recovery |
smb retail marketing | general | inference retrieval agentic evaluation | Personalized cart recovery sequences (email + SMS) with dynamic offers based on basket value + customer LTV. |
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Cash flow forecasting & alerts smb-retail-cash-flow-forecast |
smb retail finance | inference retrieval evaluation | Project cash position 4-13 weeks out from AR/AP/payroll trends. Alert on shortfall risk before it bites. | |
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Customer feedback + NPS synthesis smb-retail-customer-feedback-synthesis |
smb retail product | inference retrieval evaluation | Cluster open-text feedback / NPS comments / support tickets; surface recurring themes; track theme trajectory over time. | |
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Email nurture + drip sequences smb-retail-email-nurture-sequences |
smb retail marketing | inference retrieval agentic evaluation | Segment-aware drip drafting, subject-line A/B tests, send-time optimization, suppression logic for engaged buyers. | |
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Expense + receipt categorization smb-retail-expense-receipt-categorization |
smb retail finance | inference multimodal evaluation | OCR receipts, categorize against chart-of-accounts, flag missing approvals, sync to accounting. Eliminates the monthly receipt-reconciliation slog. | |
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Inventory reorder + variance alerts smb-retail-inventory-reorder-triggers |
smb retail operations | inference retrieval evaluation | Watch SKU velocity, predict stockout dates, draft purchase orders for review, flag unusual variance for investigation. | |
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Product listing + description generation smb-retail-product-listing-descriptions |
smb retail marketing | inference multimodal agentic evaluation | On-brand product copy from spec sheets, marketplace optimization (Amazon/eBay), SEO titles, alt text, structured attributes. | |
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Retail product Q&A + fit guidance smb-retail-product-qa-fitting |
smb retail support | apparel | inference retrieval multimodal agentic evaluation | Sizing recommendations, material/care answers, in-stock check across stores, shipping ETA. |
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Retail returns + exchange processing smb-retail-returns-processing |
smb retail support | general | inference retrieval agentic evaluation | Validate return eligibility, generate label, suggest exchanges over refunds, surface fraud patterns. |
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Review response + reputation management smb-retail-review-response-reputation |
smb retail marketing | inference retrieval evaluation | Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment. | |
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Social media content + scheduling smb-retail-social-content-scheduling |
smb retail marketing | inference multimodal agentic evaluation | Calendar planning, on-brand post drafting (caption + image direction), platform-specific reformatting, engagement triage. | |
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Tier-1 FAQ deflection chat smb-retail-tier-1-faq-deflection |
smb retail support | inference retrieval agentic evaluation | Answer high-volume product/service questions from knowledge base; escalate ambiguous or sentiment-negative threads to humans. | |
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Voice customer support agent smb-retail-voice-customer-support-agent |
smb retail support | inference retrieval voice agentic evaluation | Phone-based tier-1 support: account lookup, common-issue resolution, transfer to human with context for complex cases. | |
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Salon / spa booking + rebook prompts smb-salon-spa-booking-rebook |
smb general operations | salon-spa | inference voice agentic evaluation | Voice + chat appointment booking, stylist preference matching, optimal-rebook prediction (color/cut intervals). |
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Appointment booking (voice + chat) solopreneur-general-appointment-booking-voice |
solopreneur general operations | inference retrieval voice agentic evaluation | Phone + chat booking: slot finding, conflict resolution with calendar, confirmation, deposit collection where applicable. | |
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AR collections & dunning automation solopreneur-general-ar-collections-dunning |
solopreneur general finance | inference retrieval agentic evaluation | Automated payment-reminder cadences for unpaid invoices: polite first reminder, escalating tone, payment links, exception flagging for accounts needing human follow-up. | |
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Email nurture + drip sequences solopreneur-general-email-nurture-sequences |
solopreneur general marketing | inference retrieval agentic evaluation | Segment-aware drip drafting, subject-line A/B tests, send-time optimization, suppression logic for engaged buyers. | |
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Expense + receipt categorization solopreneur-general-expense-receipt-categorization |
solopreneur general finance | inference multimodal evaluation | OCR receipts, categorize against chart-of-accounts, flag missing approvals, sync to accounting. Eliminates the monthly receipt-reconciliation slog. | |
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Inbound lead response + qualification solopreneur-general-inbound-lead-response |
solopreneur general sales | inference retrieval agentic voice evaluation | Sub-5-minute response to inbound leads: qualify against ICP, ask 2-3 discovery questions, route to right rep, book meeting. | |
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Job description + posting drafts solopreneur-general-job-description-writing |
solopreneur general hr | inference evaluation | On-brand JD drafts from a role-skills checklist, posts tailored per platform (LinkedIn/Indeed/Glassdoor), inclusive language pass. | |
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Local SEO blog + landing pages solopreneur-general-local-seo-blog-content |
solopreneur general marketing | inference retrieval evaluation | Geo+intent keyword research, on-brand long-form drafts, internal-link suggestions, schema markup hints. | |
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Meeting summary + action items solopreneur-general-meeting-summary-actions |
solopreneur general cross | inference voice agentic evaluation | Transcribe meetings, summarize decisions, extract action items + owners + due dates, post to Slack/email/CRM. | |
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Newsletter content generation solopreneur-general-newsletter-content-generation |
solopreneur general marketing | inference retrieval evaluation | Weekly/biweekly newsletter drafting in voice: curate topics, draft sections, generate subject lines, optimize CTAs. | |
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Product listing + description generation solopreneur-general-product-listing-descriptions |
solopreneur general marketing | inference multimodal agentic evaluation | On-brand product copy from spec sheets, marketplace optimization (Amazon/eBay), SEO titles, alt text, structured attributes. | |
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Quote / estimate generation solopreneur-general-quote-estimate-generation |
solopreneur general sales | inference retrieval agentic multimodal evaluation | Customer describes job, AI scopes it, prices from price list, drafts proposal with SOW and terms — sent within minutes. | |
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Review response + reputation management solopreneur-general-review-response-reputation |
solopreneur general marketing | inference retrieval evaluation | Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment. | |
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Social media content + scheduling solopreneur-general-social-content-scheduling |
solopreneur general marketing | inference multimodal agentic evaluation | Calendar planning, on-brand post drafting (caption + image direction), platform-specific reformatting, engagement triage. | |
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AR collections & dunning automation solopreneur-retail-ar-collections-dunning |
solopreneur retail finance | inference retrieval agentic evaluation | Automated payment-reminder cadences for unpaid invoices: polite first reminder, escalating tone, payment links, exception flagging for accounts needing human follow-up. | |
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Email nurture + drip sequences solopreneur-retail-email-nurture-sequences |
solopreneur retail marketing | inference retrieval agentic evaluation | Segment-aware drip drafting, subject-line A/B tests, send-time optimization, suppression logic for engaged buyers. | |
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Expense + receipt categorization solopreneur-retail-expense-receipt-categorization |
solopreneur retail finance | inference multimodal evaluation | OCR receipts, categorize against chart-of-accounts, flag missing approvals, sync to accounting. Eliminates the monthly receipt-reconciliation slog. | |
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Product listing + description generation solopreneur-retail-product-listing-descriptions |
solopreneur retail marketing | inference multimodal agentic evaluation | On-brand product copy from spec sheets, marketplace optimization (Amazon/eBay), SEO titles, alt text, structured attributes. | |
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Review response + reputation management solopreneur-retail-review-response-reputation |
solopreneur retail marketing | inference retrieval evaluation | Monitor Google/Yelp/industry-specific review sites; draft on-brand responses; escalate complaints to ops; track NPS sentiment. | |
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Social media content + scheduling solopreneur-retail-social-content-scheduling |
solopreneur retail marketing | inference multimodal agentic evaluation | Calendar planning, on-brand post drafting (caption + image direction), platform-specific reformatting, engagement triage. |